The manuscript remained untouched on his desk. The words, the ideas, they wouldn't come. The feeling was like a paralysis, a heavy blanket smothering his creativity. The article, stolen, had taken something vital from him.

He pushed the chair back from his desk, the squeak grating on his ears. He walked to the window, the overcast sky mirroring his mood. The world outside felt drab, devoid of color, like a picture someone had painted with gray.

He stood there for a long time, the silence broken only by the occasional passing car. He felt drained, incapable of the simplest task. He sank to the floor, and just sat there.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307